Jan Zhouf

Background

About Jan Zhouf

I'm a results-oriented Senior Data Scientist with a strong background in Artificial Intelligence and Data Analysis with 4 years of experience at RESULMATIC and 3 years in Seznam.cz. Before it I was gathering experience as IT Tester. I'm dedicated to developing cutting-edge AI models to address real-world challenges. My approach combines deep knowledge, practical experience, and a toolkit dominated by Python to preprocess, build, evaluate, and deploy models. I'm an advocate of the CRISP-DM methodology, backed by extensive experience. Professional Highlights: Successfully led projects in data model solving for marketing challenges. Proficient in refactoring ML pipelines and optimizing pricing models. Skilled in Outlier Detection and pricing model improvement. Python Packages I know proficiently: MLflow, Pandas, Numpy, Scikit-learn, Catboost, XGboost, Apache Parquet, and Pytest. I hold a Master's degree in Information Technology from Prague University of Economics and Business, where I specialized in SPARQL, RDF, and tackled Big Data problems. My knowledge extends to Business Intelligence, Data Science in Python and R, Principles of Intelligent Systems, and Information and Inference Theory.